"language model finetuning" Papers

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From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning

Eric Zhao, Pranjal Awasthi, Nika Haghtalab

NEURIPS 2025arXiv:2503.05919
4
citations

Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA

Shuangyi Chen, Yuanxin Guo, Yue Ju et al.

NEURIPS 2025arXiv:2502.01755
7
citations

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits

Chen-Chia Chang, Yikang Shen, Shaoze Fan et al.

ICML 2024arXiv:2407.18269
33
citations

PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs

Charlie Hou, Akshat Shrivastava, Hongyuan Zhan et al.

ICML 2024arXiv:2406.02958
26
citations

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Collin Burns, Pavel Izmailov, Jan Kirchner et al.

ICML 2024arXiv:2312.09390
406
citations